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The geophysical inverse method based on Quantum Monte Carlo
基于量子蒙特卡罗的地球物理反演方法

Keywords: Quantum Monte Carlo,Path integral Monte Carlo,Variational Monte Carlo,Green's function Monte Carlo,Diffusion Monte Carlo,Geophysical inversion
量子蒙特卡罗
,路径积分蒙特卡罗,变分蒙特卡罗,格林函数蒙特卡罗,扩散蒙特卡罗,地球物理反演

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Abstract:

Quantum Monte Carlo method(QMC),including variational Monte Carlo(VMC),Green's function Monte Carlo(GFMC),diffusion Monte Carlo(DMC)and path integral Monte Carlo(PIMC),is a stochastic method based on the quantum mechanics.This paper,firstly,gives a brief summarization about the development of quantum Monte Carlo method and expatiates its principles;then does some model tests,which show that the using of quantum Monte Carlo method for geophysical inverse problems is successful,and its algorithm is also acceptable for some other nonlinear optimization problems;lastly,gives a perspective on the using of quantum Monte Carlo method for geophysical inversion,and points out its shortcomings.

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